{"id":6079,"date":"2026-06-08T09:00:00","date_gmt":"2026-06-08T00:00:00","guid":{"rendered":"https:\/\/www.ramxeed.com\/zh-tw\/?post_type=column&#038;p=6079"},"modified":"2026-05-20T15:42:46","modified_gmt":"2026-05-20T06:42:46","slug":"emerging-memory-for-ai","status":"publish","type":"column","link":"https:\/\/www.ramxeed.com\/zh-tw\/tech-column\/emerging-memory-for-ai\/","title":{"rendered":"\u65b0\u8208\u8a18\u61b6\u9ad4\u5728 AI \u9818\u57df\u7684\u61c9\u7528\uff1a\u89e3\u6790\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u6280\u8853\u8da8\u52e2"},"content":{"rendered":"\n<p><strong>\u4f5c\u8005\u8cc7\u8a0a<\/strong> <strong>\u60e0\u4e0b \u9686 (\u5de5\u5b78\u535a\u58eb)<\/strong> <strong>RAMXEED \u682a\u5f0f\u6703\u793e \u8cc7\u6df1\u5c08\u5bb6<\/strong><\/p>\n\n\n\n<p>\u5728\u5148\u524d\u767c\u8868\u7684\u300cMRAM \u662f\u5426\u5c07\u6210\u70ba\u6b21\u4e16\u4ee3\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u7684\u95dc\u9375\uff1f\u63a2\u7d22\u6280\u8853\u53ef\u80fd\u6027\u8207\u6311\u6230\u300d\uff08\u8a18\u61b6\u9ad4\u6280\u8853 2025.8.14\uff09\u4e00\u6587\u4e2d\uff0c\u6211\u4ecb\u7d39\u4e86 <strong>MRAM<\/strong> \u5728\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u4e2d\u7684\u61c9\u7528\uff0c\u4e26\u8207 <strong>FeRAM<\/strong>\uff08\u5f37\u8a98\u96fb\u9ad4\u96a8\u6a5f\u5b58\u53d6\u8a18\u61b6\u9ad4\uff0c\u4ea6\u7a31\u70ba <strong>FRAM<\/strong>\uff09\u9032\u884c\u4e86\u6bd4\u8f03[<a href=\"#POINT1\">1<\/a>] \u3002<\/p>\n\n\n\n<p>\u672c\u6587\u5c07\u9032\u4e00\u6b65\u8aaa\u660e\u4e0d\u53ea\u662f MRAM\uff0c\u70ba\u4f55\u65b0\u8208\u8a18\u61b6\u9ad4\uff08\u5305\u62ec <strong>FeRAM<\/strong>\u3001<strong>MRAM<\/strong>\u3001PCRAM \u7b49\u65b0\u578b<strong>\u975e\u63ee\u767c\u6027\u8a18\u61b6\u9ad4\u6280\u8853<\/strong>\uff09\u975e\u5e38\u9069\u5408 AI \u904b\u7b97\u3002\u7279\u5225\u662f\u4ee5 AI \u6a5f\u5668\u5b78\u7fd2\u8207\u63a8\u8ad6\u4e2d\u6240\u4f7f\u7528\u7684\u300c\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u300d\uff08Artificial Neural Network: ANN\uff09\u70ba\u4f8b\u9032\u884c\u8a73\u7d30\u89e3\u8aaa[<a href=\"#POINT1\">2<\/a>]\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u99ae\u00b7\u8afe\u66fc\u74f6\u9838<\/h2>\n\n\n\n<p>\u76ee\u524d\u5ee3\u6cdb\u4f7f\u7528\u7684\u96fb\u8166\u63a1\u7528\u7a31\u70ba\u300c\u99ae\u00b7\u8afe\u66fc\u67b6\u69cb\uff08Von Neumann Architecture\uff09\u300d\u7684\u7d50\u69cb\uff08\u57161\uff09\u3002\u5728\u6b64\u67b6\u69cb\u4e2d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8655\u7406\u6578\u64da\u7684\u88dd\u7f6e\uff08CPU \u6216 GPU\uff09<\/li>\n\n\n\n<li>\u5132\u5b58\u6578\u64da\u7684\u8a18\u61b6\u9ad4 \u9019\u5169\u8005\u662f\u5206\u96e2\u7684\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u56e0\u6b64\uff0c\u6bcf\u6b21\u9032\u884c\u904b\u7b97\u6642\uff0c\u904b\u7b97\u88dd\u7f6e\u8207\u8a18\u61b6\u9ad4\u4e4b\u9593\u90fd\u5fc5\u9808\u4ea4\u63db\u5927\u91cf\u6578\u64da\u3002\u7531\u65bc\u6578\u64da\u50b3\u8f38\u8017\u8cbb\u6642\u9593\uff0c\u6703\u7522\u751f\u4ee5\u4e0b\u554f\u984c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u904b\u7b97\u901f\u5ea6\u8b8a\u6162<\/li>\n\n\n\n<li>\u529f\u8017\u589e\u52a0\uff08\u80fd\u6e90\u640d\u8017\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u6b64\u554f\u984c\u88ab\u7a31\u70ba\u300c\u99ae\u00b7\u8afe\u66fc\u74f6\u9838\uff08Von Neumann Bottleneck\uff09\u300d\uff08\u57162\uff09\u3002<\/p>\n\n\n\n<p>\u7279\u5225\u662f\u8fd1\u5e74\u7684 AI \u8655\u7406\u6578\u64da\u91cf\u6975\u5176\u9f90\u5927\uff0c\u4f7f\u9019\u500b\u554f\u984c\u8b8a\u5f97\u8d8a\u767c\u56b4\u91cd\u3002\u96d6\u7136\u76ee\u524d\u7684 AI \u7cfb\u7d71\u4f7f\u7528\u4e86\u7a31\u70ba HBM\uff08\u9ad8\u983b\u5bec\u8a18\u61b6\u9ad4\uff09\u7684\u9ad8\u901f DRAM \u4f86\u7de9\u89e3\uff0c\u4f46 HBM \u5b58\u5728\u88fd\u9020\u96e3\u5ea6\u9ad8\u3001\u50f9\u683c\u6602\u8cb4\u4ee5\u53ca\u4f9b\u61c9\u91cf\u6709\u9650\u7b49\u7f3a\u9ede[<a href=\"#POINT1\">3<\/a>]\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"2099\" height=\"694\" src=\"https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1.png\" alt=\"\" class=\"wp-image-6124\" srcset=\"https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1.png 2099w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1-300x99.png 300w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1-1024x339.png 1024w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1-768x254.png 768w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1-1536x508.png 1536w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132655-1-2048x677.png 2048w\" sizes=\"(max-width: 2099px) 100vw, 2099px\" \/><\/figure>\n\n\n\n<p class=\"has-small-font-size\">\u3000\u57161.\u99ae\u00b7\u8afe\u66fc\u578b\u904b\u7b97\u67b6\u69cb\u4e4b\u6982\u5ff5\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u57162. \u6578\u64da\u4e2d\u5fc3\u8207\u534a\u5c0e\u9ad4\u5de5\u5ee0\u65b0\u8a2d\/\u589e\u8a2d\u6240\u5e36\u4f86\u4e4b\u500b\u5225\u8a08\u5411\u6700\u5927\u7528\u96fb\u9700\u6c42\u9810\u6e2c\uff08\u842c kW\uff09[<a href=\"#POINT1\">3<\/a>]<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eba\u5de5\u795e\u7d93\u7db2\u8def (ANN)<\/h2>\n\n\n\n<p>\u5728 AI \u7684\u6a5f\u5668\u5b78\u7fd2\u8207\u63a8\u8ad6\u4e2d\uff0c\u5e38\u7528\u4eba\u5de5\u795e\u7d93\u7db2\u8def\uff08ANN\uff09[<a href=\"#POINT1\">2<\/a>]\u4f5c\u70ba\u904b\u7b97\u6a21\u578b\u3002ANN \u662f\u6a21\u4eff\u4eba\u985e\u5927\u8166\u795e\u7d93\u7d30\u80de\uff08\u795e\u7d93\u5143\uff09\uff08\u57163\uff09\u6240\u5efa\u69cb\u7684\u300c\u5f62\u5f0f\u795e\u7d93\u5143\uff08Formal Neuron\uff09\u300d\uff08\u57164\uff09\u904b\u7b97\u55ae\u5143\u3002<\/p>\n\n\n\n<p>\u4e00\u500b\u5f62\u5f0f\u795e\u7d93\u5143\u7684\u904b\u4f5c\u908f\u8f2f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u63a5\u6536\u591a\u500b\u8f38\u5165\u4fe1\u865f &nbsp;x<sub>1<\/sub>, x<sub>2<\/sub>, \u2026, x<sub><em>N<\/em><\/sub>\u3002<\/li>\n\n\n\n<li>\u5206\u5225\u4e58\u4e0a\u5c0d\u61c9\u7684\u6b0a\u91cd\uff08Weight\uff09w<sub>1<\/sub>, w<sub>2<\/sub>, \u2026, w<sub><em>N<\/em><\/sub>&nbsp; \u4e26\u52a0\u7e3d\u3002<\/li>\n\n\n\n<li>\u900f\u904e\u6d3b\u6027\u5316\u51fd\u6578 \ud835\udc53 \u8207\u95be\u503c \ud835\udf03 \u6c7a\u5b9a\u8f38\u51fa\u3002<\/li>\n<\/ol>\n\n\n\n<p>y = f (w<sub>1<\/sub>x<sub>1<\/sub>&nbsp;+ w<sub>2<\/sub>x<sub>2<\/sub>&nbsp;+ \u2026 + w<sub><em>N<\/em><\/sub>&nbsp;x<sub><em>N<\/em><\/sub>) \u2013 \u03b8\u3000[<a href=\"#POINT1\">2<\/a>]<\/p>\n\n\n\n<p>\u5be6\u969b\u7684 ANN \u662f\u5c07\u9019\u4e9b\u5f62\u5f0f\u795e\u7d93\u5143\u5927\u91cf\u7d44\u5408\u800c\u6210\u7684\u5c64\u72c0\u7d50\u69cb\uff08\u57165\uff09\u3002\u6bcf\u4e00\u5c64\u7684\u8f38\u51fa\u6210\u70ba\u4e0b\u4e00\u5c64\u7684\u8f38\u5165\uff0c\u8cc7\u8a0a\u4f9d\u5e8f\u50b3\u905e\u3002<\/p>\n\n\n\n<p>\u5728 AI \u904b\u7b97\u4e2d\uff0c\u9700\u8981\u53cd\u8986\u8a08\u7b97\u8f38\u5165\u503c\u3001\u8f38\u51fa\u503c\u8207\u6b0a\u91cd\u4f86\u9032\u884c\u5b78\u7fd2\u6216\u63a8\u8ad6\u3002\u7136\u800c\u5728\u99ae\u00b7\u8afe\u66fc\u67b6\u69cb\u4e0b\uff0c\u983b\u7e41\u7684\u6578\u64da\u50b3\u8f38\u5c0e\u81f4\u529f\u8017\u5de8\u5927\u4e14\u8a08\u7b97\u8017\u6642\u7684\u554f\u984c\u6975\u70ba\u986f\u8457\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"282\" src=\"https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132909-1024x282.png\" alt=\"\" class=\"wp-image-6125\" srcset=\"https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132909-1024x282.png 1024w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132909-300x83.png 300w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132909-768x212.png 768w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132909-1536x423.png 1536w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519132909.png 1539w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u57163. \u795e\u7d93\u7d30\u80de\u6982\u5ff5\u5716 \u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u57164. \u5f62\u5f0f\u795e\u7d93\u5143[<a href=\"#POINT1\">2<\/a>]<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09<\/h2>\n\n\n\n<p>ANN \u904b\u7b97\u4e2d\u6700\u6838\u5fc3\u7684\u90e8\u5206\u662f\u4ee5\u4e0b\u7a31\u70ba\u300c\u7a4d\u548c\u904b\u7b97\uff08MAC\uff09\u300d\u7684\u904e\u7a0b\uff1a<\/p>\n\n\n\n<p>w<sub>1<\/sub>x<sub>1<\/sub>&nbsp;+ w<sub>2<\/sub>x<sub>2<\/sub>&nbsp;+ \u2026 + w<sub><em>N<\/em><\/sub>&nbsp;x<sub><em>N<\/em><\/sub><\/p>\n\n\n\n<p>\u50b3\u7d71\u96fb\u8166\u662f\u5728\u6578\u4f4d\u96fb\u8def\uff08CPU\/GPU\uff09\u4e2d\u9032\u884c\u6b64\u9805\u8a08\u7b97\u3002\u7136\u800c\uff0c\u82e5\u4f7f\u7528\u65b0\u8208\u8a18\u61b6\u9ad4\u6280\u8853\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u8a18\u61b6\u9ad4\u96fb\u8def\u5167\u90e8\u57f7\u884c\u6b64\u904b\u7b97\uff0c\u9019\u88ab\u7a31\u70ba\u300c\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u300d\u3002<\/p>\n\n\n\n<p>\u9019\u9805\u6280\u8853\u80fd\u5f9e\u6839\u672c\u4e0a\u6d88\u9664\u99ae\u00b7\u8afe\u66fc\u74f6\u9838\uff0c\u5927\u5e45\u63d0\u5347 AI \u904b\u7b97\u7684\u80fd\u6e90\u6548\u7387\u8207\u901f\u5ea6\u3002\u96a8\u8457 <strong>FeRAM<\/strong> \u8207 <strong>MRAM<\/strong> \u7b49\u6280\u8853\u7684\u6210\u719f\uff0c\u6211\u5011\u6b63\u9081\u5411\u4e00\u500b\u66f4\u9ad8\u6548\u3001\u4f4e\u529f\u8017\u7684 AI \u904b\u7b97\u6642\u4ee3\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\u5728\u57166(a) \u7684\u96fb\u8def\u4e2d\uff0c<\/p>\n\n\n\n<p>\u82e5\u5c07\u52a0\u5728\u7b2c N \u884c\u5b57\u5143\u7dda\uff08WL<sub><em>N<\/em><\/sub>\uff09\u7684\u96fb\u58d3\u8a2d\u70ba V<sub><em>N<\/em>&nbsp;<\/sub>\uff0c<\/p>\n\n\n\n<p>\u5c07\u7b2c N \u884c M \u5217\u8a18\u61b6\u9ad4\u5143\u4ef6\uff08\u5305\u542b\u53ef\u8b8a\u96fb\u963b\uff09\u7684\u96fb\u6676\u9ad4\u4e92\u5c0e\uff08Transconductance\uff09\u8a2d\u70ba G<sub><em>NM<\/em><\/sub>\uff0c<\/p>\n\n\n\n<p>\u5247\u6d41\u7d93\u7b2c M \u5217\u4f4d\u5143\u7dda\uff08BL<sub><em>M<\/em><\/sub>\uff09\u7684\u96fb\u6d41 I<sub><em>M<\/em><\/sub> \u70ba\uff1a<\/p>\n\n\n\n<p>I<sub><em>M<\/em><\/sub>&nbsp;= i<sub>1<em>M<\/em><\/sub>&nbsp;+ i<sub>2<em>M<\/em><\/sub>&nbsp;+ \u2026 + i<sub><em>NM<\/em><\/sub>&nbsp;\u2026 &nbsp;<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;= V<sub>1<\/sub>G<sub>1<em>M<\/em><\/sub>&nbsp;+ V<sub>2<\/sub>G<sub>2<em>M<\/em><\/sub>&nbsp;+ \u2026 + V<sub><em>N<\/em><\/sub>&nbsp;G<sub><em>NM<\/em><\/sub>&nbsp;\u2026 &nbsp;<\/p>\n\n\n\n<p>\u900f\u904e\u5404\u500b\u5143\u4ef6\u6d41\u51fa\u7684\u96fb\u6d41\u9032\u884c\u52a0\u7e3d\uff0c\u5373\u53ef\u81ea\u7136\u5730\u7372\u5f97\u7a4d\u548c\u904b\u7b97\u7684\u7d50\u679c\u3002\u5176\u8207\u4eba\u5de5\u795e\u7d93\u7db2\u8def\uff08ANN\uff09\u7684\u5c0d\u61c9\u95dc\u4fc2\u5982\u4e0b\u3002\u5716\u4e2d\u7684 SL \u4ee3\u8868\u6e90\u6975\u7dda\uff08Source Line\uff09\u3002<\/p>\n\n\n\n<p><em>V<\/em>&nbsp;\u2192 x<br><em>G<\/em>&nbsp;\u2192 w<br><em>I<\/em>&nbsp;\u2192 w<sub>1<\/sub>x<sub>1<\/sub>&nbsp;+ w<sub>2<\/sub>x<sub>2<\/sub>&nbsp;+ \u2026 + w<sub><em>N<\/em><\/sub>&nbsp;x<sub><em>N<\/em><\/sub><\/p>\n\n\n\n<p>\u6b64\u65b9\u5f0f\u7684\u91cd\u8981\u7279\u5fb5\u5728\u65bc<strong>\u6b0a\u91cd\u8cc7\u8a0a\u76f4\u63a5\u5132\u5b58\u65bc\u8a18\u61b6\u9ad4\u5143\u4ef6\u4e2d<\/strong>\u3002\u56e0\u6b64\uff0c\u4e0d\u518d\u9700\u8981\u8207 DRAM \u7b49\u5916\u90e8\u8a18\u61b6\u9ad4\u9032\u884c\u6578\u64da\u50b3\u8f38\uff0c\u5177\u6709\u964d\u4f4e\u529f\u8017\u3001\u6e1b\u5c11\u904b\u7b97\u5ef6\u9072\u7684\u512a\u9ede\u3002\u9019\u7a2e\u96fb\u8def\u4e0d\u50c5\u80fd\u900f\u904e ReRAM \u5be6\u73fe\uff0c\u4e5f\u540c\u6a23\u9069\u7528\u65bc <strong>FeRAM<\/strong>\u3001<strong>MRAM<\/strong> \u53ca PCRAM\u3002<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-ad2f72ca wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-style-default\"><img decoding=\"async\" width=\"1982\" height=\"630\" src=\"https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519133035.jpg\" alt=\"\" class=\"wp-image-6126\" style=\"object-fit:cover\" srcset=\"https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519133035.jpg 1982w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519133035-300x95.jpg 300w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519133035-1024x325.jpg 1024w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519133035-768x244.jpg 768w, https:\/\/www.ramxeed.com\/zh-tw\/cms\/wp-content\/uploads\/2026\/05\/\u5fae\u4fe1\u56fe\u7247_20260519133035-1536x488.jpg 1536w\" sizes=\"(max-width: 1982px) 100vw, 1982px\" \/><\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"has-text-align-center\">\u57165. \u7a4d\u548c\u904b\u7b97\u96fb\u8def\uff08ReRAM\uff09[<a href=\"#POINT1\" target=\"_blank\" rel=\"noreferrer noopener\">4<\/a>] \u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u57166. \u795e\u7d93\u7db2\u8def\u793a\u4f8b\uff08\u5713\u5708\u4ee3\u8868\u4eba\u5de5\u795e\u7d93\u5143 ANN\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5404\u985e\u65b0\u8208\u8a18\u61b6\u9ad4\u5728\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u7684\u61c9\u7528<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">ReRAM<\/h3>\n\n\n\n<p>ReRAM\uff08\u963b\u8b8a\u5f0f\u8a18\u61b6\u9ad4\uff09[<a href=\"#POINT1\">4<\/a>]\u662f\u5229\u7528\u96fb\u963b\u503c\u8b8a\u5316\u4f86\u5132\u5b58\u6578\u64da\u7684\u8a18\u61b6\u9ad4\u3002\u7531\u65bc\u5b83\u80fd\u7522\u751f\u591a\u500b\u96fb\u963b\u72c0\u614b\uff0c\u56e0\u6b64\u53ef\u5c07\u9019\u4e9b\u72c0\u614b\u4f5c\u70ba\u6b0a\u91cd\u4f7f\u7528\u3002\u900f\u904e\u7a31\u70ba\u300c\u4ea4\u53c9\u9ede\u7d50\u69cb\uff08Crossbar Structure\uff09\u300d(*1)\u7684\u96fb\u8def\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u8a18\u61b6\u9ad4\u5167\u90e8\u57f7\u884c\u77e9\u9663\u904b\u7b97\u3002\u5176\u9ad8\u901f\u8207\u4f4e\u529f\u8017\u7684\u7279\u6027\uff0c\u88ab\u8a8d\u70ba\u662f\u6975\u5176\u9069\u5408 AI \u52a0\u901f\u5668\u7684\u6280\u8853\u3002<\/p>\n\n\n\n<p>*1 \u6307\u5c07\u7e31\u5411\u914d\u7dda\uff08\u4f4d\u5143\u7dda\uff09\u8207\u6a6b\u5411\u914d\u7dda\uff08\u5b57\u5143\u7dda\uff09\u4ee5\u683c\u5b50\u72c0\u65b9\u5f0f\u4ea4\u932f\uff0c\u4e26\u5728\u6bcf\u500b\u4ea4\u9ede\u8655\u914d\u7f6e\u8a18\u61b6\u55ae\u5143\uff08\u5132\u5b58\u6578\u64da\u7684\u5143\u4ef6\uff09\u7684\u4e00\u7a2e\u6975\u9ad8\u5bc6\u5ea6\u8a18\u61b6\u9ad4\u5e03\u5c40\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MRAM<\/h3>\n\n\n\n<p>MRAM \u662f\u5229\u7528\u78c1\u6027\u96a7\u9053\u63a5\u9ede\uff08MTJ\uff09\u7684\u96fb\u963b\u503c\uff08\u78c1\u963b\uff09\u4f86\u4f5c\u70ba\u6b0a\u91cd\u767c\u63ee\u529f\u80fd\u3002\u5728 AI \u7528\u9014\u65b9\u9762\uff0c\u5b83\u88ab\u8a55\u4f30\u70ba\u5e02\u5834\u898f\u6a21\u589e\u9577\u6f5b\u529b\u6700\u9ad8\u7684\u6280\u8853\u3002[<a href=\"#POINT1\">5<\/a>]<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">FeRAM<\/h3>\n\n\n\n<p><strong>FeRAM<\/strong> \u5229\u7528\u5f37\u8a98\u96fb\u9ad4\u8584\u819c\u7684\u6975\u5316\u72c0\u614b\uff0c\u80fd\u4ee5\u9ad8\u901f\u4e14\u4f4e\u529f\u8017\u7684\u65b9\u5f0f\u63a7\u5236\u985e\u6bd4\u6b0a\u91cd\u3002\u76ee\u524d\u91dd\u5c0d\u795e\u7d93\u578b\u614b\u904b\u7b97\uff08Neuromorphic Computing\uff09\u53ca\u5132\u5099\u6c60\u904b\u7b97\uff08Reservoir Computing\uff09\u7684\u61c9\u7528\u7814\u7a76\u975e\u5e38\u6d3b\u8e8d[<a href=\"#POINT1\">6<\/a>]\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>*2 \u795e\u7d93\u578b\u614b\u904b\u7b97<\/strong>\uff1a\u6a21\u4eff\u4eba\u985e\u5927\u8166\u904b\u4f5c\u65b9\u5f0f\u7684\u8a08\u7b97\u624b\u6cd5\uff0c\u9700\u8a2d\u8a08\u6a21\u64ec\u795e\u7d93\u5143\u8207\u7a81\u89f8\u7d50\u69cb\u53ca\u529f\u80fd\u7684\u786c\u9ad4\u8207\u8edf\u9ad4[<a href=\"#POINT1\">7<\/a>]\u3002<\/p>\n\n\n\n<p><strong>*3<\/strong> <strong>\u5132\u5099\u6c60\u904b\u7b97<\/strong>\uff1a\u4e00\u7a2e\u65b0\u8208\u8a08\u7b97\u624b\u6cd5\uff0c\u80fd\u5927\u5e45\u6e1b\u5c11\u5b78\u7fd2\u6642\u6240\u9700\u7684\u96fb\u529b\u8207\u904b\u7b97\u8cc7\u6e90\uff0c\u4e26\u5373\u6642\u6355\u6349\u3001\u8fa8\u8b58\u8207\u9810\u6e2c\u5982\u4eba\u8072\u6216\u7269\u9ad4\u79fb\u52d5\u7b49\u96a8\u6642\u9593\u8b8a\u5316\u7684\u6578\u64da[<a href=\"#POINT1\">8<\/a>]\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">PCRAM<\/h3>\n\n\n\n<p>PCRAM\uff08\u76f8\u8b8a\u8a18\u61b6\u9ad4\uff09\u5229\u7528\u7d50\u6676\u614b\u8207\u975e\u6676\u614b\u7522\u751f\u7684\u591a\u503c\u96fb\u963b\uff0c\u88ab\u8a8d\u70ba\u975e\u5e38\u9069\u5408\u985e\u6bd4\u6b0a\u91cd\u7684\u5448\u73fe\uff0c\u5728\u6a21\u4eff\u751f\u7269\u7a81\u89f8\u65b9\u9762\u6975\u5177\u767c\u5c55\u6f5b\u529b[<a href=\"#POINT1\">9<\/a>]\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e02\u5834\u9810\u6e2c<\/h2>\n\n\n\n<p>\u6839\u64da\u6c11\u9593\u8abf\u67e5\u516c\u53f8\u7684\u6578\u64da\uff0c\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u5e02\u5834\u9810\u8a08\u5728 2025 \u5e74\u9054\u5230 245 \u5104\u7f8e\u5143\uff0c\u4e26\u65bc 2034 \u5e74\u589e\u9577\u81f3 971 \u5104\u7f8e\u5143\u3002\u96a8\u8457 AI \u904b\u7b97\u9700\u6c42\u7684\u7206\u70b8\u6027\u6210\u9577\uff0c\u9019\u9805\u6280\u8853\u672a\u4f86\u7684\u767c\u5c55\u5099\u53d7\u671f\u5f85[<a href=\"#POINT1\">10<\/a>]\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"POINT1\">\u53c3\u8003\u6587\u737b\u3000<\/h2>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>RAMXEED\uff0c\u300cMRAM\u5c07\u6210\u70ba\u6b21\u4e16\u4ee3\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\uff08CIM, Computing-in-Memory\uff09\u7684\u95dc\u9375\u55ce\uff1f\u6280\u8853\u53ef\u80fd\u6027\u8207\u6311\u6230\u300d\uff0c<a href=\"https:\/\/www.ramxeed.com\/jp\/tech-column\/mram-in-memory-computing\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.ramxeed.com\/jp\/tech-column\/mram-in-memory-computing\/<\/a>\u3002<\/li>\n\n\n\n<li>\u7530\u4e2d\u525b\u5e73\u7b49\u4eba\uff0c\u300a\u5132\u5099\u6c60\u904b\u7b97\u300b\uff0c\u68ee\u5317\u51fa\u7248\uff0c2020\u3002<\/li>\n\n\n\n<li>\u96fb\u529b\u5ee3\u57df\u904b\u71df\u63a8\u9032\u6a5f\u95dc\uff0c\u300c\u5168\u570b\u53ca\u5404\u4f9b\u61c9\u5340\u57df\u9700\u6c42\u9810\u6e2c\u300d\uff082025\u5e74\u5ea6\uff09\uff0c<a href=\"https:\/\/www.occto.or.jp\/assets\/juyousoutei\/2024\/files\/250122_juyousoutei.pdf#page=16.00\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.occto.or.jp\/assets\/juyousoutei\/2024\/files\/250122_juyousoutei.pdf#page=16.00<\/a>\u3002<\/li>\n\n\n\n<li>\u7af9\u5167\u5065\u7b49\u4eba\uff0c\u300c\u4f4e\u529f\u8017\u908a\u7de3 AI \u534a\u5c0e\u9ad4\uff1aReRAM CiM\uff08Computation-in-Memory\uff09\u6210\u529f\u5be6\u73fe\u591a\u503c\u5b58\u5132\u5927\u5bb9\u91cf\u5316\u8207 10 \u5e74\u6578\u64da\u4fdd\u5b58\u7684\u5171\u5b58\u300d\uff0c\u6771\u4eac\u5927\u5b78\u5927\u5b78\u9662\u5de5\u5b78\u7cfb\u7814\u7a76\u79d1\u9644\u5c6c\u7cfb\u7d71\u8a2d\u8a08\u7814\u7a76\u4e2d\u5fc3\uff0c2025.09.11\uff0c<a href=\"https:\/\/www.t.u-tokyo.ac.jp\/press\/pr2025-09-11-002\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.t.u-tokyo.ac.jp\/press\/pr2025-09-11-002<\/a>\u3002<\/li>\n\n\n\n<li>\u91d1\u7530\u660c\u4e5f\u7b49\u4eba\uff0c\u300c\u5be6\u73fe\u53ef\u8a18\u61b6\u78c1\u5834\u5c65\u6b77\u7684\u65b0\u578b\u5de8\u5927\u96fb\u963b\u8b8a\u5316\u8a18\u61b6\u9ad4\u5143\u4ef6\u2014\u2014\u958b\u62d3\u78c1\u5834\u53ef\u63a7\u7684\u61b6\u963b\u5668\u300d\uff0c\u6771\u4eac\u5927\u5b78\u5927\u5b78\u9662\u5de5\u5b78\u7cfb\u7814\u7a76\u79d1\u96fb\u6c23\u7cfb\u5de5\u5b78\u5c08\u653b\uff0c2025.01.10\uff0c<a href=\"https:\/\/www.t.u-tokyo.ac.jp\/press\/pr2025-01-10-001\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.t.u-tokyo.ac.jp\/press\/pr2025-01-10-001<\/a>\u3002<\/li>\n\n\n\n<li>\u7530\u539f\u5efa\u4eba\u7b49\u4eba\uff0c\u300c\u958b\u767c\u4f4e\u96fb\u58d3\u4e14\u9577\u58fd\u547d\u7684\u6c27\u5316\u927f\u7cfb\u5f37\u8a98\u96fb\u9ad4\u8a18\u61b6\u9ad4\u2014\u2014\u986f\u8457\u63d0\u5347\u534a\u5c0e\u9ad4\u975e\u63ee\u767c\u6027\u8a18\u61b6\u9ad4\u7684\u4f4e\u529f\u8017\u6027\u8207\u53ef\u9760\u6027\u300d\uff0c\u6771\u4eac\u5927\u5b78\u5927\u5b78\u9662\u5de5\u5b78\u7cfb\u7814\u7a76\u79d1\u96fb\u6c23\u7cfb\u5de5\u5b78\u5c08\u653b\uff0c2021.06.04\uff0c<a href=\"https:\/\/www.t.u-tokyo.ac.jp\/press\/foe\/press\/setnws_202106041338342038093445.html\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.t.u-tokyo.ac.jp\/press\/foe\/press\/setnws_202106041338342038093445.html<\/a>\u3002<\/li>\n\n\n\n<li>IBM\uff0c\u300c\u4f55\u8b02\u795e\u7d93\u578b\u614b\u904b\u7b97\u300d\uff0c<a href=\"https:\/\/www.ibm.com\/jp-ja\/think\/topics\/neuromorphic-computing\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.ibm.com\/jp-ja\/think\/topics\/neuromorphic-computing<\/a>\u3002<\/li>\n\n\n\n<li>\u7522\u7e3d\u7814\u96dc\u8a8c\uff0c\u300c\u4f55\u8b02\u300e\u5132\u5099\u6c60\u904b\u7b97\u300f\uff1f\u5f9e\u79d1\u5b78\u89d2\u5ea6\u770b\u793e\u6703\u95dc\u6ce8\u7684\u771f\u5be6\u7406\u7531\u300d\uff0c<a href=\"https:\/\/www.aist.go.jp\/aist_j\/magazine\/20251008.html\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.aist.go.jp\/aist_j\/magazine\/20251008.html<\/a>\u3002<\/li>\n\n\n\n<li>\u96d9\u9038\u7b49\u4eba\uff0c&#8221;\u76f8\u8b8a\u6750\u6599\u6700\u65b0\u52d5\u5411\u8207\u795e\u7d93\u578b\u614b\u5143\u4ef6\u4e4b\u61c9\u7528&#8221;\uff0cIEICE 107, p.334, 2024\uff0c<a href=\"https:\/\/app.journal.ieice.org\/trial\/107_4\/k107_4_334\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/app.journal.ieice.org\/trial\/107_4\/k107_4_334\/index.html<\/a>\u3002<\/li>\n\n\n\n<li>Precedence Research\uff1b\u8a18\u61b6\u9ad4\u5167\u904b\u7b97\u5e02\u5834\u898f\u6a21\u8207\u9810\u6e2c 2025 \u5e74\u81f3 2034 \u5e74\u3001\u795e\u7d93\u578b\u614b\u904b\u7b97\u5e02\u5834\u898f\u6a21\u8207\u9810\u6e2c 2025 \u5e74\u81f3 2034 \u5e74\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u4f5c\u8005<\/strong> <br><strong>\u60e0\u4e0b \u9686 <br>RAMXEED \u682a\u5f0f\u6703\u793e <br>\u5de5\u5b78\u535a\u58eb\u30fb\u8cc7\u6df1\u5c08\u5bb6<\/strong><\/p>\n","protected":false},"featured_media":6089,"template":"","column_category":[275],"class_list":["post-6079","column","type-column","status-publish","has-post-thumbnail","hentry","column_category-others"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - 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